{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T21:46:15Z","timestamp":1768340775969,"version":"3.49.0"},"reference-count":121,"publisher":"Public Library of Science (PLoS)","issue":"3","license":[{"start":{"date-parts":[[2023,3,16]],"date-time":"2023-03-16T00:00:00Z","timestamp":1678924800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100013408","name":"National Marine Fisheries Service","doi-asserted-by":"publisher","award":["NA15NMF4270322"],"award-info":[{"award-number":["NA15NMF4270322"]}],"id":[{"id":"10.13039\/100013408","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100013408","name":"National Marine Fisheries Service","doi-asserted-by":"publisher","award":["NA17OAR4170223"],"award-info":[{"award-number":["NA17OAR4170223"]}],"id":[{"id":"10.13039\/100013408","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Sea Grant and National Marine Fisheries Service","award":["NA17OAR4170241"],"award-info":[{"award-number":["NA17OAR4170241"]}]}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS ONE"],"abstract":"<jats:p>A growing body of evidence suggests that spatial population structure can develop in marine species despite large population sizes and high gene flow. Characterizing population structure is important for the effective management of exploited species, as it can be used to identify appropriate scales of management in fishery and aquaculture contexts. The California sea cucumber, <jats:italic>Apostichopus californicus<\/jats:italic>, is one such exploited species whose management could benefit from further characterization of population structure. Using restriction site-associated DNA (RAD) sequencing, we developed 2075 single nucleotide polymorphisms (SNPs) to quantify genetic structure over a broad section of the species\u2019 range along the North American west coast and within the Salish Sea, a region supporting the Washington State <jats:italic>A<\/jats:italic>. <jats:italic>californicus<\/jats:italic> fishery and developing aquaculture production of the species. We found evidence for population structure (global fixation index (<jats:italic>F<\/jats:italic><jats:sub><jats:italic>ST<\/jats:italic><\/jats:sub>) = 0.0068) with limited dispersal driving two patterns of differentiation: isolation-by-distance and a latitudinal gradient of differentiation. Notably, we found detectable population differences among collection sites within the Salish Sea (pairwise <jats:italic>F<\/jats:italic><jats:sub><jats:italic>ST<\/jats:italic><\/jats:sub> = 0.001\u20130.006). Using <jats:italic>F<\/jats:italic><jats:sub><jats:italic>ST<\/jats:italic><\/jats:sub> outlier detection and gene-environment association, we identified 10.2% of total SNPs as putatively adaptive. Environmental variables (e.g., temperature, salinity) from the sea surface were more correlated with genetic variation than those same variables measured near the benthos, suggesting that selection on pelagic larvae may drive adaptive differentiation to a greater degree than selection on adults. Our results were consistent with previous estimates of and patterns in population structure for this species in other extents of the range. Additionally, we found that patterns of neutral and adaptive differentiation co-varied, suggesting that adaptive barriers may limit dispersal. Our study provides guidance to decision-makers regarding the designation of management units for <jats:italic>A<\/jats:italic>. <jats:italic>californicus<\/jats:italic> and adds to the growing body of literature identifying genetic population differentiation in marine species despite large, nominally connected populations.<\/jats:p>","DOI":"10.1371\/journal.pone.0280500","type":"journal-article","created":{"date-parts":[[2023,3,16]],"date-time":"2023-03-16T18:00:46Z","timestamp":1678989646000},"page":"e0280500","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":10,"title":["Population structure and adaptive differentiation in the sea cucumber Apostichopus californicus and implications for spatial resource management"],"prefix":"10.1371","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0893-1518","authenticated-orcid":true,"given":"Natalie","family":"Lowell","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andy","family":"Suhrbier","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0478-2156","authenticated-orcid":true,"given":"Carolyn","family":"Tarpey","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5312-140X","authenticated-orcid":true,"given":"Samuel","family":"May","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Henry","family":"Carson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lorenz","family":"Hauser","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"340","published-online":{"date-parts":[[2023,3,16]]},"reference":[{"key":"pone.0280500.ref001","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1111\/j.1467-2979.2008.00299.x","article-title":"Paradigm shifts in marine fisheries genetics: ugly hypotheses slain by beautiful facts","volume":"9","author":"L Hauser","year":"2008","journal-title":"Fish Fish"},{"key":"pone.0280500.ref002","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1146\/annurev.energy.29.062403.102254","article-title":"Marine reserves and ocean neighborhoods: the spatial scale of marine populations and their management.","volume":"29","author":"SR Palumbi","year":"2004","journal-title":"Annu Rev Env Resour. 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